基于图像质量标准的光电成像系统设计改进

Jean-Luc Olives, B. Lamiscarre, M. Gazalet
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引用次数: 3

摘要

我们提出了一种利用成像系统端到端模型和图像质量标准相结合的方法来改进电光成像系统的设计。首先,我们使用成像系统模拟器生成输出图像,这是输入场景的扭曲版本。其次,我们对每个参数集计算成像系统质量的客观报价,并将结果与人类对图像质量的评价进行比较。它允许我们校准成像系统质量测量(ISQM)。最后,ISQM被用作改进系统设计的工具,而不需要任何人类观察者的评估。
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Design improvement of electro-optical imaging system using image quality criteria
We propose a new method to improve the design of electro- optical imaging system using an end-to-end model of the imaging system and a combination of image quality criteria. Firstly, we used an imaging system simulator to produce an output image, which is the distorted version of the input scene. Secondly, we calculate an objective quotation for the quality of the imaging system for each parameter set, and compare the results with the human evaluation of image quality. It allows us to calibrate our imaging system quality measure (ISQM). Finally, the ISQM is used as a tool to improve system design without any human observer evaluation.
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